Jim Green CTO, IoT Software Cisco Systems. The State of The Internet of The Things

Transcription

1 Jim Green CTO, IoT Software Cisco Systems The State of The Internet of The Things

2 The Goal of IoT Leveraging Machine Generated Data for Business Benefit

3 Product Quality Assessment at the Well

4 Is IoT Big Data? One Telemetry Reading: Sensor ID Timestamp Temperature Acoustic readings # of acoustic readings ~ 40,000 Amount of analogue data ~ 6 Gb / hour Amount of formatted telemetry ~ 2.5 mb/hour 2.5 Mbytes every hour = 60 mb/day 7,000 wells x 60 megabytes per day = 420 gigabytes/day 420 gigabytes/day X 7 days per week = 2.94 terabytes/week

5 Product Quality Assessment at the Well Edge Processing 7,000 Oil Wells Fog Processing 300 Platforms Data Center IT Central

6 But things and apps are distributed

7 IoT requires extensive networking

8 Data Reduction Examples: Filtering Don t send me the temperature Send me changes in the temperature Don t send me the vibration measurements Send me threshold violations Aggregation Don t send individual packets Aggregate the data into a block Compression If the data is blocked Then compress the block

9 Data Reduction Alerts & Alarms Local visualization Correlation (and other statistics) Bollinger bands PID controllers Execution of machine learning models

10 Leveraging Machine Generated Data and Networking for Business Benefit

11 Definition of an IoT Platform A system of software that runs across distributed nodes of end points, network, edge, data centers, and clouds Extracts data Programmatically moves data Intuitive UI SDK Enforces ownership, privacy, security Computes data in optimal location Provides data API for developers

12 Introducing Quality of Service (QoS) QoS 0: Displays can handle only 60 hertz data QoS 1: The data is real-time, applications are not Give the app only the latest telemetry QoS 2: I don t want to miss an anomaly Guarantee delivery by queuing on the disk QoS 3: Intermittent connectivity Supports unreliable network links Asynchronous transactional integrity can be implemented with an unreliable data delivery system

13 A Smarter Network and an Internet of Things Enabling s & Creating Bus Results Device Rockwell Edge Fog Data Center Transparent Multi-Hop Routing ERP Cloud Edge (Device Interaction) Fog (Machine Learning) Computing Fabric IP Network Microservice Based Software Runs in Routers & Switches, Distributed Computing Built into the Network Computers, Data Center, Cloud 2018 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

14 A Smarter Network and an Internet of Things Enabling s & Creating Bus Results Device Rockwell Edge Fog Data Center ERP Cloud Computing Fabric Send only if there s a subscriber Edge (Device Interaction) Fog (Machine Learning) Dynamic query language Subscribe to multiple sources Time stamp the data Filter CEP Join & split IP Network Microservice Based Software Runs in Routers & Switches, Distributed Computing Built into the Network Computers, Data Center, Cloud 2018 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

15 There s Autonomous Vehicles 1991: Tennessee has one of the largest multi-vehicle accidents in US history And there s Connected Roadways 99 cars and trucks collided on a foggy stretch of I-75 in eastern Tennessee 12 people killed and 42 injured in the chain-reaction accident Cisco and/or its affiliates. All rights reserved. Cisco Confidential Source: Julie Elman-Roche/Knoxville News-Sentinel

16 After IoT Before IoT Edge & Fog Analytics Data Sharing Microservice Microservice Cisco Kinetic Backhaul Cell, Fiber, Etc. Roadside Fog Sensor Roadside Cisco 829 Windows Industrial Terminal Mobile Router Server Regional Traffic Center Polls Regional sensor Traffic every 5 Center minutes Big Data 2 hour for Round Deep Learning Trip Human Action Operations Center Monitor Only 2018 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

17 Global Port Optimization Improve harbor efficiency by tracking water level and buoyancy characteristics Reduced operating costs and improve system reliability by integrating real-time data with the waterway management systems

18 Smart Ports Water level Current Visibility Salinity Wind 2018 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

19 Remote Monitoring of the Valves Across a Refinery

20 Smart Manufacturing Cisco and/or its affiliates. All rights reserved. Cisco Confidential

21 The Digitization of Manufacturing Capabilities Secure Data Delivery Real-time monitoring of equipment state and condition Proactive issue monitoring & notification Data Capture & Normalization Solution Benefits OEE Real-time visibility Improved issue response time Vibration Sensors Pressure Sensors Power Sensors PLCs 2018 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

22 Smart Cities DORTMUND Kyoto Cisco and/or its affiliates. All rights reserved. Cisco Confidential

23 A single pane for City Operations Lighting Parking Urban Mobility Environment Safety & Security Waste Ne w v4. 0 Ne w v4. 0 Health: 100% - Excellent Health: 100% - Excellent Health: 100% - Excellent Health: 50% - Poor Health: 100% - Excellent Health: 58% - Poor All systems running optimally All systems running optimally All systems running optimally All systems running optimally All systems running optimally All systems running optimally 2018 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

24 Video Cisco and/or its affiliates. All rights reserved. Cisco Confidential

25 NB-IoT 2018 Cisco and/or its affiliates. All rights reserved. Cisco Confidential

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